I have extensive experience auditing coding practices in healthcare, having worked with various EHR systems. My role involved ensuring compliance with ICD-10 and CPT coding standards, identifying discrepancies, and recommending improvements to enhance billing accuracy and efficiency. I have also conducted training sessions for coding staff to address common errors and ensure adherence to best practices.

I begin by thoroughly understanding the coding guidelines and standards relevant to the project. I then conduct a systematic review of the codebase, focusing on areas prone to errors or non-compliance. Using automated tools alongside manual reviews, I identify issues and document them with detailed reports. My approach ensures comprehensive coverage and prioritizes areas that require immediate attention.

I leverage a combination of automated tools and manual review techniques to maximize efficiency. Automated tools help in quickly identifying common errors and patterns, while manual reviews allow for deeper analysis of complex issues. I also prioritize audits based on risk assessment, focusing on high-impact areas first. Regular feedback loops with the development team ensure quick resolution of issues, enhancing the overall effectiveness of the audit process.

When faced with significant non-compliance, I first document the issues thoroughly and categorize them by severity. I then collaborate closely with the development team to understand the root causes and develop a corrective action plan. This plan includes immediate fixes, long-term improvements, and training sessions to prevent recurrence. I also ensure regular follow-ups to monitor the implementation of the action plan and adjust strategies as needed.

In a previous audit, I encountered a complex system with numerous legacy codes that were non-compliant with current standards. I initiated a phased approach, starting with a high-level overview using automated tools to identify major issues. I then conducted detailed manual reviews to understand the context and impact of each issue. Through iterative discussions with the team, we developed a comprehensive migration plan, which included refactoring the code and implementing new coding standards. The successful execution of this plan significantly improved the system's compliance and reliability.